Do you know how AI actually works?

OpenAI just introduced "ChatGPT Gov" for government agencies. What's next? Dive in

Author

Jafar Najafov
January 28, 2025 • Read this in 9 minutes

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Da Vinci would’ve been obsessed with AI. The man who sketched flying machines would see AI as the ultimate tool to bring ideas to life.

Creativity + technology? That’s the Renaissance 2.0. The question isn’t what AI can do it’s what you’ll create with it.

In today’s post:

  • DeepSeek’s Image generation model

  • How does AI work?

  • OpenAI: ChatGPT Gov

  • Trending AI tools + More AI news

What’s Trending Today

DeepSeek

DeepSeek’s New AI Model: Janus-Pro Hits the Scene

CC: DeepSeek

DeepSeek just introduced a new family of AI models called Janus-Pro, and they’re already causing a stir. Rumor has it they might even outshine OpenAI’s DALL-E 3.

Here’s what you need to know:

  • Compact, but powerful: The Janus-Pro models range in size from 1 billion to 7 billion parameters. In AI terms, more parameters usually mean sharper skills, and these models pack plenty.

  • Multitasking pros: They can analyze images and generate new ones, thanks to a clever “autoregressive framework.”

  • Outperforming the competition: On benchmarks like GenEval and DPG-Bench, the biggest model, Janus-Pro-7B, beats DALL-E 3 and other top players like PixArt-alpha and Stable Diffusion XL.

  • A few trade-offs: The models are optimized for smaller image resolutions (384x384), but their compact size makes their performance even more impressive.

  • Open for all: Released under an MIT license, Janus-Pro is fair game for commercial use.

With backing from High-Flyer Capital Management, this Chinese AI lab isn’t just making great models they’re making waves globally and destroying their competitors. Some are even wondering if this marks a shift in the AI power balance.

Here’s what I think: DeepSeek’s move with Janus-Pro feels like a calculated play. By keeping their models lightweight, flexible, and open to the world, they’re positioning themselves as major players in the race for the next-gen AI crown.

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How AI works

Why AI Feels Like a Mystery Even to Its Creators

What’s in this box?

AI systems are changing the world, but here’s the kicker: even their creators don’t fully understand how they work. Unlike traditional software with clear, predictable steps, AI operates in what experts call a “black box.”

Here’s what’s going on:

  • AI isn’t pre-programmed like regular software: Instead of coding every step, developers train models on massive datasets, teaching them to spot patterns and make predictions.

  • Decisions made in the dark: Whether it’s chatbots predicting words or image models generating art, the exact logic behind their choices remains unclear—even to the people who built them.

  • Transparency issues: AI labs often keep their training data and processes under wraps. Outside researchers who want to study these systems face huge barriers like lack of access, computing power, and funding.

  • Bigger questions: Some researchers argue we don’t need to know every technical detail. Instead, we should focus on how these systems behave in the real world and what impact they have on society.

Without proper transparency, we’re left in the dark not just about how AI works, but about the decisions companies make when deploying these systems.

Here’s what I think: The AI “black box” is more than a technical problem it’s about accountability. To truly understand these systems and their impact, we need better access, more collaboration, and frameworks that prioritize public interest over secrecy. Until then, the AI world will stay mysterious, and maybe a little too powerful.

OpenAI

OpenAI is rolling out a new product called ChatGPT Gov, specifically designed for U.S. government agencies. The idea? Use AI to make government work more efficient, secure, and impactful whether it’s streamlining tasks or tackling big challenges like public health, infrastructure, and national security.

Here’s what ChatGPT Gov brings to the table:

  • Built for security and compliance: Agencies can host ChatGPT Gov on Microsoft Azure’s secure cloud infrastructure (commercial or government) to meet strict cybersecurity standards like FedRAMP High and ITAR.

  • Powerful tools for productivity: It includes features from ChatGPT Enterprise, such as saving and sharing conversations, uploading text or image files, and building custom GPTs tailored to specific needs.

  • Control and customization: An admin console lets IT teams manage users, groups, and integrations like single sign-on (SSO).

Some government agencies are already making strides with OpenAI’s technology:

  • Air Force Research Lab: Using ChatGPT Enterprise for coding support, internal resources, and AI education.

  • Los Alamos National Lab: Testing GPT-4o in bioscientific research to explore safe, innovative applications in the lab.

  • State of Minnesota: Cutting translation costs and turnaround times for multilingual services.

  • Pennsylvania’s AI Pilot: Employees saved an average of 105 minutes per day by automating routine tasks with ChatGPT Enterprise.

Here’s what I think: ChatGPT Gov reflects a shift toward AI-powered public service, and its focus on security and accountability could help foster trust in government adoption of this tech. If done right, it might redefine how agencies serve the public faster, smarter, and more efficiently.

AI TRENDS + TOOLS

AI TOOLS

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  • 🧠 BetterStacks: Want to capture and add all your bookmarks in one place so you can be more creative? With BetterStacks you can do more than that!

  • 🧖 Glambase AI: Want to create AI characters using AI in minutes? Use this tool

THE AI DIGEST

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